Almost sure convergence of least squares estimates for regular multivariate ARX systems

We establish almost sure convergence of least squares estimates for general multivariate ARX(p, s) systems, with stochastic input signal. Results of strong consistency and speed of convergence are obtained with a regularity assumption on the AR part of the system.